Mapping the co-evolution of artificial intelligence, robotics, and the internet of things over 20 years (1998-2017)

no code implementations • 3 Jun 2020 • Katy Börner, Olga Scrivner, Leonard E. Cross, Michael Gallant, Shutian Ma, Adam S. Martin, Elizabeth Record, Haici Yang, Jonathan M. Dilger

Understanding the emergence, co-evolution, and convergence of science and technology (S&T) areas offers competitive intelligence for researchers, managers, policy makers, and others.

Chronological Citation Recommendation with Time Preference

no code implementations • 19 Jan 2021 • Shutian Ma, Heng Zhang, Chengzhi Zhang, Xiaozhong Liu

Citation recommendation is an important task to assist scholars in finding candidate literature to cite.

Citation Recommendation

Improving Community Detection Performance in Heterogeneous Music Network by Learning Edge-type Usefulness Distribution

no code implementations • 3 May 2021 • Zheng Gao, Chun Guo, Shutian Ma, Xiaozhong Liu

Therefore a heterogeneous network can be converted to a homogeneous one where those conventional methods are eligible to use.

Community Detection Music Recommendation +1

IR&TM-NJUST@CLSciSumm 20

no code implementations • EMNLP (sdp) 2020 • Heng Zhang, Lifan Liu, Ruping Wang, Shaohu Hu, Shutian Ma, Chengzhi Zhang

Unlike the methods used in CL-SciSumm 2019, we construct inputs of models based on word vectors and add deep learning models for classification this year.

Sentence Sentence Similarity